10 packages found

hierarchicalforecast

Hierarchical Methods Time series forecasting
  1. time-series
  2. forecasting
  3. datasets
  4. hierarchical
  5. baselines
  6. bottomup
  7. coherent
  8. econometrics
  9. erm
  10. forecasting-models
  11. hierarchical-forecast
  12. middleout
  13. mint
  14. permbu
  15. probabilistic-models
  16. python
  17. reconciliation
  18. statistics
  19. time-series-forecasting
  20. timeseries
  21. topdown
20 Contributors
1.2.1published 6 days agoApache-2.0

statsmodels

Statistical computations and models for Python
  1. count-model
  2. data-analysis
  3. data-science
  4. econometrics
  5. forecasting
  6. generalized-linear-models
  7. hypothesis-testing
  8. prediction
  9. python
  10. regression-models
  11. robust-estimation
  12. statistics
  13. timeseries-analysis
393 Contributors
0.14.4published 6 months agoBSD-3-Clause

statsforecast

Time series forecasting suite using statistical models
  1. time-series
  2. forecasting
  3. arima
  4. ets
  5. automl
  6. baselines
  7. data-science
  8. econometrics
  9. exponential-smoothing
  10. fbprophet
  11. machine-learning
  12. mstl
  13. naive
  14. neuralprophet
  15. predictions
  16. prophet
  17. python
  18. seasonal-naive
  19. statistics
  20. theta
48 Contributors
2.0.1published 2 months agoApache-2.0

pylogit

Created on Mon Mar 14 15:33:07 2016
  1. conditional
  2. logit
  3. discrete
  4. choice
  5. econometrics
  6. models
  7. discrete-choice
1.0.1published 4 years agoBSD-3-Clause

arch

ARCH for Python
  1. arch
  2. variance
  3. econometrics
  4. volatility
  5. finance
  6. GARCH
  7. bootstrap
  8. random
  9. walk
  10. unit
  11. root
  12. Dickey
  13. Fuller
  14. time
  15. series
  16. confidence
  17. intervals
  18. multiple
  19. comparisons
  20. Reality
  21. Check
  22. SPA
  23. StepM
  24. adf
  25. df-gls
  26. dickey-fuller
  27. financial-econometrics
  28. forecasting
  29. model-confidence-set
  30. multiple-comparison-procedures
  31. phillips-perron
  32. reality-check
  33. risk
  34. time-series
  35. unit-root
28 Contributors
7.2.0published 5 months agoOther

econml

This package contains several methods for calculating Conditional Average Treatment Effects
  1. treatment-effect
  2. causal-inference
  3. causality
  4. econometrics
  5. economics
  6. machine-learning
  7. treatment-effects
35 Contributors
0.15.1published 9 months agoMIT

pmdarima

Python's forecast::auto.arima equivalent
  1. arima
  2. timeseries
  3. forecasting
  4. pyramid
  5. pmdarima
  6. pyramid-arima
  7. scikit-learn
  8. statsmodels
  9. econometrics
  10. forecasting-models
  11. machine-learning
  12. python
  13. sarimax
  14. time-series
20 Contributors
2.0.4published 1 year agoMIT

FIRSTBEATLU

This package contains several methods for calculating Conditional Average Treatment Effects
  1. treatment-effect
  2. causal-inference
  3. causality
  4. econometrics
  5. economics
  6. machine-learning
  7. treatment-effects
35 Contributors
0.13.1published 3 years agoMIT

linearmodels

Linear Panel, Instrumental Variable, Asset Pricing, and System Regression models for Python
  1. linear
  2. models
  3. regression
  4. instrumental
  5. variables
  6. IV
  7. panel
  8. fixed
  9. effects
  10. clustered
  11. heteroskedasticity
  12. endogeneity
  13. instruments
  14. statistics
  15. statistical
  16. inference
  17. econometrics
  18. asset-pricing
  19. between-estimator
  20. clustered-standard-errors
  21. fama-macbeth
  22. first-difference
  23. fixed-effects
  24. gmm
  25. instrumental-variable
  26. linear-models
  27. ols
  28. panel-data
  29. panel-models
  30. panel-regression
  31. pooled-ols
  32. random-effects
  33. seemingly-unrelated-regression
  34. statistical-model
15 Contributors
6.1published 7 months agoNCSA

spreg

PySAL Spatial Econometric Regression in Python
  1. spatial
  2. econometrics
  3. regression
  4. statistics
  5. modeling
  6. geography
  7. spatial-analysis
  8. spatial-regression
  9. spatial-statistics
17 Contributors
1.8.2published 2 months agoBSD-3-Clause
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